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A deep dive into the Volatility Surface: volatility smile, volatility skew across strike prices and maturities, and SABR model fitting.
The Volatility Surface is a 3-dimensional plot mapping implied volatility against option strike price (or moneyness) on one axis and time to expiration on the other axis.
Since the 1987 stock market crash, option markets price tail risk asymmetric features directly into implied volatility curves.
Empirical asset returns exhibit heavy tails (fat tails) and leverage effects compared to the normal distribution assumed by standard Black-Scholes.